generated from bryanchrist/qlora
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathgenerate-51506223.out
821 lines (690 loc) · 46.3 KB
/
generate-51506223.out
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
Collecting transformers@ git+https://github.com/huggingface/transformers.git (from -r requirements.txt (line 2))
Cloning https://github.com/huggingface/transformers.git to /tmp/pip-install-647a4z3e/transformers_8818a84897ad4f9e83372185e740b6b9
Resolved https://github.com/huggingface/transformers.git to commit 25411085647a4dbcbd4e7ba6f381881a3e49c33e
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting peft@ git+https://github.com/huggingface/peft.git (from -r requirements.txt (line 3))
Cloning https://github.com/huggingface/peft.git to /tmp/pip-install-647a4z3e/peft_caa79bd37d604d19b6ae4b7af8bc0847
Resolved https://github.com/huggingface/peft.git to commit 06fd06a4d2e8ed8c3a253c67d9c3cb23e0f497ad
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Collecting accelerate@ git+https://github.com/huggingface/accelerate.git (from -r requirements.txt (line 4))
Cloning https://github.com/huggingface/accelerate.git to /tmp/pip-install-647a4z3e/accelerate_4f759769d4e74a4a8974ec1f32e2453c
Resolved https://github.com/huggingface/accelerate.git to commit 180ef7c41576bc55cb1265fcdeb7da287e95c9b7
Installing build dependencies: started
Installing build dependencies: finished with status 'done'
Getting requirements to build wheel: started
Getting requirements to build wheel: finished with status 'done'
Preparing metadata (pyproject.toml): started
Preparing metadata (pyproject.toml): finished with status 'done'
Requirement already satisfied: bitsandbytes==0.39.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 1)) (0.39.0)
Requirement already satisfied: einops==0.6.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 5)) (0.6.1)
Requirement already satisfied: evaluate==0.4.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 6)) (0.4.0)
Requirement already satisfied: scikit-learn==1.2.2 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 7)) (1.2.2)
Requirement already satisfied: scipy in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 8)) (1.11.1)
Requirement already satisfied: sentencepiece==0.1.99 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 9)) (0.1.99)
Requirement already satisfied: wandb==0.15.3 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from -r requirements.txt (line 10)) (0.15.3)
Requirement already satisfied: datasets>=2.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (2.13.1)
Requirement already satisfied: numpy>=1.17 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (1.25.0)
Requirement already satisfied: dill in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (0.3.6)
Requirement already satisfied: pandas in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (2.0.2)
Requirement already satisfied: requests>=2.19.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (2.31.0)
Requirement already satisfied: tqdm>=4.62.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (4.65.0)
Requirement already satisfied: xxhash in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (3.2.0)
Requirement already satisfied: multiprocess in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (0.70.14)
Requirement already satisfied: fsspec[http]>=2021.05.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (2023.4.0)
Requirement already satisfied: huggingface-hub>=0.7.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (0.15.1)
Requirement already satisfied: packaging in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (23.1)
Requirement already satisfied: responses<0.19 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from evaluate==0.4.0->-r requirements.txt (line 6)) (0.18.0)
Requirement already satisfied: joblib>=1.1.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from scikit-learn==1.2.2->-r requirements.txt (line 7)) (1.2.0)
Requirement already satisfied: threadpoolctl>=2.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from scikit-learn==1.2.2->-r requirements.txt (line 7)) (3.1.0)
Requirement already satisfied: Click!=8.0.0,>=7.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (8.1.3)
Requirement already satisfied: GitPython!=3.1.29,>=1.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (3.1.31)
Requirement already satisfied: psutil>=5.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (5.9.5)
Requirement already satisfied: sentry-sdk>=1.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (1.26.0)
Requirement already satisfied: docker-pycreds>=0.4.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (0.4.0)
Requirement already satisfied: PyYAML in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (6.0)
Requirement already satisfied: pathtools in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (0.1.2)
Requirement already satisfied: setproctitle in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (1.3.2)
Requirement already satisfied: setuptools in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (67.8.0)
Requirement already satisfied: appdirs>=1.4.3 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (1.4.4)
Requirement already satisfied: typing-extensions in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (4.4.0)
Requirement already satisfied: protobuf!=4.21.0,<5,>=3.15.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from wandb==0.15.3->-r requirements.txt (line 10)) (4.23.3)
Requirement already satisfied: filelock in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from transformers@ git+https://github.com/huggingface/transformers.git->-r requirements.txt (line 2)) (3.9.0)
Requirement already satisfied: regex!=2019.12.17 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from transformers@ git+https://github.com/huggingface/transformers.git->-r requirements.txt (line 2)) (2023.6.3)
Requirement already satisfied: tokenizers!=0.11.3,<0.14,>=0.11.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from transformers@ git+https://github.com/huggingface/transformers.git->-r requirements.txt (line 2)) (0.13.3)
Requirement already satisfied: safetensors>=0.3.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from transformers@ git+https://github.com/huggingface/transformers.git->-r requirements.txt (line 2)) (0.3.1)
Requirement already satisfied: torch>=1.13.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (2.1.0.dev20230624+cu118)
Requirement already satisfied: pyarrow>=8.0.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (12.0.1)
Requirement already satisfied: aiohttp in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (3.8.4)
Requirement already satisfied: six>=1.4.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from docker-pycreds>=0.4.0->wandb==0.15.3->-r requirements.txt (line 10)) (1.16.0)
Requirement already satisfied: gitdb<5,>=4.0.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from GitPython!=3.1.29,>=1.0.0->wandb==0.15.3->-r requirements.txt (line 10)) (4.0.10)
Requirement already satisfied: charset-normalizer<4,>=2 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from requests>=2.19.0->evaluate==0.4.0->-r requirements.txt (line 6)) (3.1.0)
Requirement already satisfied: idna<4,>=2.5 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from requests>=2.19.0->evaluate==0.4.0->-r requirements.txt (line 6)) (3.4)
Requirement already satisfied: urllib3<3,>=1.21.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from requests>=2.19.0->evaluate==0.4.0->-r requirements.txt (line 6)) (2.0.3)
Requirement already satisfied: certifi>=2017.4.17 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from requests>=2.19.0->evaluate==0.4.0->-r requirements.txt (line 6)) (2023.5.7)
Requirement already satisfied: sympy in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (1.11.1)
Requirement already satisfied: networkx in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (3.0rc1)
Requirement already satisfied: jinja2 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (3.1.2)
Requirement already satisfied: pytorch-triton==2.1.0+440fd1bf20 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (2.1.0+440fd1bf20)
Requirement already satisfied: python-dateutil>=2.8.2 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from pandas->evaluate==0.4.0->-r requirements.txt (line 6)) (2.8.2)
Requirement already satisfied: pytz>=2020.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from pandas->evaluate==0.4.0->-r requirements.txt (line 6)) (2023.3)
Requirement already satisfied: tzdata>=2022.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from pandas->evaluate==0.4.0->-r requirements.txt (line 6)) (2023.3)
Requirement already satisfied: attrs>=17.3.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (23.1.0)
Requirement already satisfied: multidict<7.0,>=4.5 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (6.0.4)
Requirement already satisfied: async-timeout<5.0,>=4.0.0a3 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (4.0.2)
Requirement already satisfied: yarl<2.0,>=1.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (1.9.2)
Requirement already satisfied: frozenlist>=1.1.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (1.3.3)
Requirement already satisfied: aiosignal>=1.1.2 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from aiohttp->datasets>=2.0.0->evaluate==0.4.0->-r requirements.txt (line 6)) (1.3.1)
Requirement already satisfied: smmap<6,>=3.0.1 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from gitdb<5,>=4.0.1->GitPython!=3.1.29,>=1.0.0->wandb==0.15.3->-r requirements.txt (line 10)) (5.0.0)
Requirement already satisfied: MarkupSafe>=2.0 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from jinja2->torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (2.1.2)
Requirement already satisfied: mpmath>=0.19 in /sfs/qumulo/qhome/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages (from sympy->torch>=1.13.0->peft@ git+https://github.com/huggingface/peft.git->-r requirements.txt (line 3)) (1.2.1)
Collecting package metadata (current_repodata.json): ...working... done
Solving environment: ...working... done
# All requested packages already installed.
===================================BUG REPORT===================================
Welcome to bitsandbytes. For bug reports, please run
python -m bitsandbytes
and submit this information together with your error trace to: https://github.com/TimDettmers/bitsandbytes/issues
================================================================================
bin /home/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages/bitsandbytes/libbitsandbytes_cuda118.so
CUDA SETUP: CUDA runtime path found: /home/brc4cb/.conda/envs/falcon_40B/lib/libcudart.so
CUDA SETUP: Highest compute capability among GPUs detected: 8.0
CUDA SETUP: Detected CUDA version 118
CUDA SETUP: Loading binary /home/brc4cb/.conda/envs/falcon_40B/lib/python3.9/site-packages/bitsandbytes/libbitsandbytes_cuda118.so...
[2023-07-10 12:46:15,868] [INFO] [real_accelerator.py:110:get_accelerator] Setting ds_accelerator to cuda (auto detect)
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
cars_initial = 3
cars_arrived = 2
result = cars_initial + cars_arrived
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response:
Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
box1_books = 12
box2_books = 15
result = box1_books + box2_books
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
box1_books = 12
box2_books = 15
result = box1_books + box2_books
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If you have 12 books in one box, and 15 in another box, how many books do you have in total? Solution: def solution():
box1_books = 12
box2_books = 15
result = box1_books + box2_books
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 12 cars in the parking lot and 15 more arrive, how many cars are in the parking lot? Solution:
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
#Roger started with 5 tennis balls
tennis_balls = 5
#2 cans of 3 tennis balls each is
bought_balls = 2 * 3
#tennis balls. The answer is
result = tennis_balls + bought_balls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
#The bakers started with 200 loaves
loaves_baked = 200
#They sold 93 in the morning and 39 in the afternoon
loaves_sold_morning=93
loaves_sold_afternoon=39
#The grocery store returned 6 loaves
loaves_returned = 6
#The answer is
result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
#Olivia started with $23
money_initial = 23
#She bought 5 bagels
bagels = 5
#Each bagel cost $3
bagel_cost = 3
#5 bagels at $3 a bagel cost
money_spent = bagels * bagel cost
#The answer is
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: A car starts at the bottom of a hill and drives 30 miles north and then drives 12 miles east. How far is it from its starting point? Solution: def solution():
#The car starts at the bottom of the hill
start = 0
#Drives 30 miles north and then drives 12 miles east
north = 30
east = 12
#Square root the answer because it is the hypotenuse
sqrt = math.sqrt( (north - 0) **2 + (east - 0) **2 )
#the answer is
total = sqrt
return total
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write code, without any comments, in the main function below to print the number of arguments passed by the
command line to the main function.
For example, if you run the program above with no arguments, the program's output is:
0
If you run the program for the sample above with two arguments, the program's output is:
2
The number of arguments passed should be an integer.
### Response: def main():
#code here
#Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Use one or more for loops to print the following patterns:
*
---
**
--*
----
*****
*.******
*******\ \
***************
### Response: def pattern1():
#code here
pattern2 def pattern2():
#code here
pattern3 def pattern3():
#
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
cars_initial = 3
cars_arrived = 2
result = cars_initial + cars_arrived
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: 40/45=5/6 Solution: def solution():
number_initial_top = 40
number_initial_bottom = 45
result = number_initial_top / number_initial_bottom
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
#Roger started with 5 tennis balls
tennis_balls = 5
#2 cans of 3 tennis balls each is
bought_balls = 2 * 3
#tennis balls. The answer is
result = tennis_balls + bought_balls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
#The bakers started with 200 loaves
loaves_baked = 200
#They sold 93 in the morning and 39 in the afternoon
loaves_sold_morning=93
loaves_sold_afternoon=39
#The grocery store returned 6 loaves
loaves_returned = 6
#The answer is
result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
#Olivia started with $23
money_initial = 23
#She bought 5 bagels
bagels = 5
#Each bagel cost $3
bagel_cost = 3
#5 bagels at $3 a bagel cost
money_spent = bagels * bagel cost
#The answer is
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: You need to paint your kitchen. The paint costs $23/gallon. If a gallon of paint would cover 200 square feet, and you need to cover
### 1600 square feet, how much paint would you need? Solution: def solution():
#You need to cover 1600 square feet of wall
area = 1600
#The paint costs $23/gallon.
price_per_gallon = 23
#The wall are would take up:
gallons_needed = area/200
#The answer is
result = gallons_needed * price_per_gallon
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: If you make $400 per month, how much is that in a year? Solution: def solution():
#If you make $400 per month
monthly_income = 400
#How much is that in a year?
yearly_income = monthly_income*12
#The answer is
result = yearly_income
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: You are saving up to by a $200 video game. You have saved $
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
cars_initial = 3
cars_arrived = 2
result = cars_initial + cars_arrived
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: The number of people in a class is increased by 41. If the new total is 121, how many people were in the class to start with? Solution: def solution():
people_initial = 80
people_added = 41
result = people_initial + people_added
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If a person has $100 in their pocket, and they spend $37, how much money do they have left? Solution: def solution():
money_initial = 100
money_spent = 37
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 100 pieces of a puzzle and a person puts the puzzle together, how many pieces are still in the box? Solution: def solution():
total_puzzle_pieces = 100
pieces_used = 100
result = total_puzzle_pieces - pieces_used
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 50 people in a room and 43 more come into the room, how
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
#Roger started with 5 tennis balls
tennis_balls = 5
#2 cans of 3 tennis balls each is
bought_balls = 2 * 3
#tennis balls. The answer is
result = tennis_balls + bought_balls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
#The bakers started with 200 loaves
loaves_baked = 200
#They sold 93 in the morning and 39 in the afternoon
loaves_sold_morning=93
loaves_sold_afternoon=39
#The grocery store returned 6 loaves
loaves_returned = 6
#The answer is
result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
#Olivia started with $23
money_initial = 23
#She bought 5 bagels
bagels = 5
#Each bagel cost $3
bagel_cost = 3
#5 bagels at $3 a bagel cost
money_spent = bagels * bagel cost
#The answer is
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: If I make a deposit of $325 in my checking account today, and my starting balance of $1157.54, what will my new balance be? Solution: def solution():
#the starting balance is $1157.54
balance_original = 1157.54
#the amount deposited into the bank was $325.00
deposit_bank = 325.00
#the answer is
result = balance_original + deposit_bank
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
Below is an instruction that describes a task. Write a response that appropriately completes the request. Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Sara has 3 marbles in a jar. When her little sister Emma gives her 5 marbles, the total number of marbles in the jar is 8. How many marbles does Sara have in the jar before her little sister add 5 marbles? Solution: def solution():
#Sara had 3 marbles
marbles_sara = 3
#Emma added 5 marbles to the jar
marbles_emma = 5
#8 marbles is what's in the jar now
marbles_jar = 8
#The answer is
result = marbles_jar - marbles_emma
return result
Below is an instruction that describes a task. Write a response that
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
cars_initial = 3
cars_arrived = 2
result = cars_initial + cars_arrived
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If 46.4% of the students in a class are boys and 33.9% of them are girls, what is the gender of the remaining students? Solution: def solution():
boys_percentage = 46.4
girls_percentage = 33.9
total_boys = boys_percentage/100 *100
total_girls = girls_percentage/100 *100
result = 100 - total_boys - total_girls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If 15 people are going to the theater and 10 people are going to the museum, how many people are going to the zoo? Solution: def solution():
people_theater = 15
people_museum = 10
zoo_people = people_theater + people_museum
return zoo_people
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: The total number of cookies baked was 234. 95% were chocolate chip, 4% were sugar, and the rest were walnut. If there are more walnut cookies than sugar cookies, how many walnut cookies were baked? Solution: def solution():
chocolate_chip_cookies = 234 * 95/100
sugar_
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
#Roger started with 5 tennis balls
tennis_balls = 5
#2 cans of 3 tennis balls each is
bought_balls = 2 * 3
#tennis balls. The answer is
result = tennis_balls + bought_balls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
#The bakers started with 200 loaves
loaves_baked = 200
#They sold 93 in the morning and 39 in the afternoon
loaves_sold_morning=93
loaves_sold_afternoon=39
#The grocery store returned 6 loaves
loaves_returned = 6
#The answer is
result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
#Olivia started with $23
money_initial = 23
#She bought 5 bagels
bagels = 5
#Each bagel cost $3
bagel_cost = 3
#5 bagels at $3 a bagel cost
money_spent = bagels * bagel cost
#The answer is
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Marissa needs to leave work early. Her car has a 14 gallon tank, she gets 35 miles per gallon, and her home is 55 miles away. She has 2 gallons of gas. How many gallons more does she need to get home? Solution: def solution():
#Marissa needs x gallons more
x = 2
#She started with 2 gallons
gallons_a = 2
#Her car gets 35 miles on a gallon
miles_per_gallon = 35
#Her work is 55 miles away
miles_to_work = 55
#The answer is
result = x*miles_per_gallon
return result
\end{code}
I found that you can access the number of responses in one of the questions but I want the same data as when I use the following syntax:
\begin{code}
test_data = df.to_dict()
test_ans = test_data['python_task'][0]
print(test_ans == df['python_task'][0].iloc[0])
#prints True
\end{code}
Answer: I came up with the following solution, which I think is a bit ugly:
\begin{code}
q1_1 = test_data["python_task"][0].get("response")[0]
q1_2 = test_data["python_task"][1].get("response")[0]
...
\end{code}
I was wondering if there is an easier way to achieve the same behavior!
Answer: You can first flatten the key values and then select the response column from the
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If there are 3 cars in the parking lot and 2 more cars arrive, how many cars are in the parking lot? Solution: def solution():
cars_initial = 3
cars_arrived = 2
result = cars_initial + cars_arrived
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: Leah had 32 chocolates and her sister had 42. If they ate 35, how many pieces do they have left in total? Solution: def solution():
leah_chocolates = 32
sister_chocolates = 42
total_chocolates = leah_chocolates + sister_chocolates
chocolates_eaten = 35
result = total_chocolates - chocolates_eaten
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: 32 chocolates
### Instruction:
Write a math word problem and Python code to solve the word problem.
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: What is 50% of 80? Solution: def solution():
x = 80
y = x / 100 * 50
return y
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: How many pieces of chocolate does Leah have? Solution: def solution():
leah_chocolates = 40
return leah_chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: How many pieces of chocolate does Leah have? Solution: def solution():
leah_chocolates = 40
return leah_chocolates
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code to solve the word problem.
### Response: Question: If my dog has 80 pieces of chocolate, how much does my sister's dog have? Solution: def solution():
sister_dog_chocolates = 80
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Roger has 5 tennis balls. He buys 2 more cans of tennis balls. Each can has 3 tennis balls. How many tennis balls does he have now? Solution: def solution():
#Roger started with 5 tennis balls
tennis_balls = 5
#2 cans of 3 tennis balls each is
bought_balls = 2 * 3
#tennis balls. The answer is
result = tennis_balls + bought_balls
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: The bakers at the Beverly Hills Bakery baked 200 loaves of bread on Monday morning. They sold 93 loaves in the morning and 39 loaves in the afternoon. A grocery store returned 6 unsold loaves. How many loaves of bread did they have left? Solution: def solution():
#The bakers started with 200 loaves
loaves_baked = 200
#They sold 93 in the morning and 39 in the afternoon
loaves_sold_morning=93
loaves_sold_afternoon=39
#The grocery store returned 6 loaves
loaves_returned = 6
#The answer is
result = loaves_baked - loaves_sold_morning - loaves_sold_afternoon + loaves_returned
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: Olivia has $23. She bought five bagels for $3 each. How much money does she have left? Solution: def solution():
#Olivia started with $23
money_initial = 23
#She bought 5 bagels
bagels = 5
#Each bagel cost $3
bagel_cost = 3
#5 bagels at $3 a bagel cost
money_spent = bagels * bagel cost
#The answer is
result = money_initial - money_spent
return result
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response: Question: There are 7 girls on Beverly Hills Middle School's Volleyball team. Four girls are on the team on Monday. Two more joined the team on Tuesday. A third girl joined the team on Thursday. How many girls are on the volleyball team at the end of the week? Solution: def solution():
#there are 7 girls on the team
girls_on_team = 7
#four girls are on the team on Monday
girls_monday = 4
#two more joined the team on Tuesday
girls_tuesday = 6
#so far on Thursday we have
girls_now = girls_tuesday + girls_monday
#one more girl joined which is
more_girls = 1
#so the answer is
final_answer = girls_now + more_girls
return final_answer
Below is an instruction that describes a task. Write a response that appropriately completes the request.
### Instruction:
Write a math word problem and Python code with a commented out step-by-step solution to solve the word problem.
### Response:Question: You have 4 friends and 10 dollars. Each time you buy an ice cream, the ice cream costs two dollars. What is the highest number of friends for whom you can get ice cream with $10? Solution: def solution():
#You have 4 friends and $10
friends = 4
ice_cream_cost = 2
#ice cream costs 2 dollars
money = 10
#each ice cream costs 2 dollars
#if I buy ice cream I spend 2 dollars
cost_of_
Generated text appended to output_no_tune.txt